1 | // This file is part of Eigen, a lightweight C++ template library
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2 | // for linear algebra.
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3 | //
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4 | // Copyright (C) 2011 Gael Guennebaud <gael.guennebaud@inria.fr>
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5 | //
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6 | // This Source Code Form is subject to the terms of the Mozilla
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7 | // Public License v. 2.0. If a copy of the MPL was not distributed
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8 | // with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
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9 |
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10 | #ifndef EIGEN_BAND_TRIANGULARSOLVER_H
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11 | #define EIGEN_BAND_TRIANGULARSOLVER_H
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12 |
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13 | namespace internal {
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14 |
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15 | /* \internal
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16 | * Solve Ax=b with A a band triangular matrix
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17 | * TODO: extend it to matrices for x abd b */
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18 | template<typename Index, int Mode, typename LhsScalar, bool ConjLhs, typename RhsScalar, int StorageOrder>
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19 | struct band_solve_triangular_selector;
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20 |
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21 |
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22 | template<typename Index, int Mode, typename LhsScalar, bool ConjLhs, typename RhsScalar>
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23 | struct band_solve_triangular_selector<Index,Mode,LhsScalar,ConjLhs,RhsScalar,RowMajor>
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24 | {
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25 | typedef Map<const Matrix<LhsScalar,Dynamic,Dynamic,RowMajor>, 0, OuterStride<> > LhsMap;
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26 | typedef Map<Matrix<RhsScalar,Dynamic,1> > RhsMap;
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27 | enum { IsLower = (Mode&Lower) ? 1 : 0 };
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28 | static void run(Index size, Index k, const LhsScalar* _lhs, Index lhsStride, RhsScalar* _other)
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29 | {
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30 | const LhsMap lhs(_lhs,size,k+1,OuterStride<>(lhsStride));
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31 | RhsMap other(_other,size,1);
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32 | typename internal::conditional<
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33 | ConjLhs,
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34 | const CwiseUnaryOp<typename internal::scalar_conjugate_op<LhsScalar>,LhsMap>,
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35 | const LhsMap&>
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36 | ::type cjLhs(lhs);
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37 |
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38 | for(int col=0 ; col<other.cols() ; ++col)
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39 | {
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40 | for(int ii=0; ii<size; ++ii)
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41 | {
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42 | int i = IsLower ? ii : size-ii-1;
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43 | int actual_k = (std::min)(k,ii);
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44 | int actual_start = IsLower ? k-actual_k : 1;
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45 |
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46 | if(actual_k>0)
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47 | other.coeffRef(i,col) -= cjLhs.row(i).segment(actual_start,actual_k).transpose()
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48 | .cwiseProduct(other.col(col).segment(IsLower ? i-actual_k : i+1,actual_k)).sum();
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49 |
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50 | if((Mode&UnitDiag)==0)
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51 | other.coeffRef(i,col) /= cjLhs(i,IsLower ? k : 0);
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52 | }
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53 | }
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54 | }
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55 |
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56 | };
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57 |
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58 | template<typename Index, int Mode, typename LhsScalar, bool ConjLhs, typename RhsScalar>
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59 | struct band_solve_triangular_selector<Index,Mode,LhsScalar,ConjLhs,RhsScalar,ColMajor>
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60 | {
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61 | typedef Map<const Matrix<LhsScalar,Dynamic,Dynamic,ColMajor>, 0, OuterStride<> > LhsMap;
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62 | typedef Map<Matrix<RhsScalar,Dynamic,1> > RhsMap;
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63 | enum { IsLower = (Mode&Lower) ? 1 : 0 };
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64 | static void run(Index size, Index k, const LhsScalar* _lhs, Index lhsStride, RhsScalar* _other)
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65 | {
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66 | const LhsMap lhs(_lhs,k+1,size,OuterStride<>(lhsStride));
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67 | RhsMap other(_other,size,1);
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68 | typename internal::conditional<
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69 | ConjLhs,
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70 | const CwiseUnaryOp<typename internal::scalar_conjugate_op<LhsScalar>,LhsMap>,
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71 | const LhsMap&>
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72 | ::type cjLhs(lhs);
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73 |
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74 | for(int col=0 ; col<other.cols() ; ++col)
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75 | {
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76 | for(int ii=0; ii<size; ++ii)
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77 | {
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78 | int i = IsLower ? ii : size-ii-1;
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79 | int actual_k = (std::min)(k,size-ii-1);
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80 | int actual_start = IsLower ? 1 : k-actual_k;
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81 |
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82 | if((Mode&UnitDiag)==0)
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83 | other.coeffRef(i,col) /= cjLhs(IsLower ? 0 : k, i);
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84 |
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85 | if(actual_k>0)
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86 | other.col(col).segment(IsLower ? i+1 : i-actual_k, actual_k)
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87 | -= other.coeff(i,col) * cjLhs.col(i).segment(actual_start,actual_k);
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88 |
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89 | }
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90 | }
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91 | }
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92 | };
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93 |
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94 |
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95 | } // end namespace internal
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96 |
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97 | #endif // EIGEN_BAND_TRIANGULARSOLVER_H
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